PUBLICATIONS

select journal publications

select conference publications

  • Building energy modeling (BEM) using clustering algorithms and semi-supervised machine learning approaches, Automation in Construction, Elsevier.

  • Applications of Clustering and Isolation Forest Techniques in Real-Time Building Energy-Consumption Data: Application to LEED Certified Buildings, Journal of Energy Engineering, ASCE.

  • Analyzing the Impact of Outside Temperature on Energy Consumption and Production Patterns in High-Performance Research Buildings in Arizona, Journal of Architectural Engineering, ASCE.

  • Evaluation of state sustainable transportation performances (SSTP) using sustainable indicators. Journal of Sustainable Cities and Society, Elsevier.

  • Understanding Infrastructure Resiliency in Chennai, India Using Twitter’s Geotags and Texts: A Preliminary Study, Journal of Engineering, Elsevier.

  • Catalysts and Barriers Faced by Native American Engineering Undergraduate Students in Arizona, Journal of Civil Engineering Education, ASCE.

  • Energy Savings Results from Small Commercial Building Retrofits in the US, Journal of Energies, MDPI.

  • WELL building for developing countries: critical design criteria for residential buildings in Malaysia" Journal of Engineering, Design, and Technology, Emerald.

  • Building Stock Energy Modeling: Feasibility Study on Selection of Important Input Parameters Using Stepwise Regression, Energy Science and Engineering, Wiley Publishers. 

  • Impact of sustainability on business performance and strategy for commercial building contractors", World Journal of Entrepreneurship, Management, and Sustainable Development, Emerald. 

  • Drone-Driven Learning: Advancing Construction Education through UAV Integration, ASEE 2024.

  • Redefining Assessment: Implementing an XR Framework for Accreditation in Construction Education, ASEE 2024.

  • Leveraging Faculty Externship to Develop New Concentrations and Specializations in Construction Management Curricula, ASEE 2023.

  • Implementing Live Knowledge Transfer-Based Pedagogy in CM Education through Faculty Externship, ASEE 2023.

  • Determinants for Student Success on the Associate Constructor Exam, ASC 2019.

  • The Success of Construction Management Students in Statics, ASC 2019.

  • Applied Laser Scanning for the Construction Classroom: Instructional Design and Best Practices, ASC 2018.

  • Analyzing Arizona OSHA Injury Reports Using Unsupervised Machine Learning. Procedia Engineering, Elsevier, ICSDEC 2016.

  • A Non-stationary Analysis Using Ensemble Empirical Mode Decomposition to Detect Anomalies in Building Energy Consumption. Procedia Engineering, ICSDEC 2016.

  • Determining the Feasibility of Statistical Techniques to Identify the Most Important Input Parameters of Building Energy Models”,  Procedia Engineering, Elsevier, ICSDEC 2015.